Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T21:58:23.040095Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 0 inbound Pith citation observations for arXiv:2506.23014.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T21:58:23.040095Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
73 of 73 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 15c3b692-8c06-48aa-a507-84735e5a6451 · outbound
Generating Privacy Stories From Software Documentation Privacy engineering: Shaping an emerging field of research and practice,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ed057982-52cf-414d-b0fe-a8a6bb884094 · outbound
Generating Privacy Stories From Software Documentation Rethinking the proposition of privacy engi- neering,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eedfb0ab-1d57-47c2-9333-81e1994e864b · outbound
Generating Privacy Stories From Software Documentation Privacy by designers: Software developers’ privacy mindset,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 28666b88-223d-45b1-8cab-fe042aca31e0 · outbound
Generating Privacy Stories From Software Documentation Evaluating privacy perceptions, experience, and behavior of software develop- ment teams,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bb13545e-4f52-45bf-8a35-c6c2e6853e63 · outbound
Generating Privacy Stories From Software Documentation Pact: Detecting and classifying privacy behavior of android applications,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3c3b3d38-0129-4b6d-a081-8163b027d45b · outbound
Generating Privacy Stories From Software Documentation Towards fine- grained localization of privacy behaviors,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cf91212e-003f-4603-ab34-de7bdc253259 · outbound
Generating Privacy Stories From Software Documentation A privacy threat analysis framework: supporting the elicitation and fulfillment of privacy requirements,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f784d3f9-d7ad-4083-ad88-355e4dacc289 · outbound
Generating Privacy Stories From Software Documentation Privacy requirements elicitation: a systematic literature review and perception analysis of it practitioners,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3f6b4cd2-4f44-4420-9802-933431de0e09 · outbound
Generating Privacy Stories From Software Documentation Legal goal-oriented require- ment language (legal grl) for modeling regulations,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 649adaf4-2230-447e-a29c-b5a858399b13 · outbound
Generating Privacy Stories From Software Documentation Addressing privacy requirements in system design: the pris method,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0cc3586-ac84-4539-b2ec-d4350e36ba0a · outbound
Generating Privacy Stories From Software Documentation Privacystory: tool support for extracting privacy requirements from user stories,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 84d595c3-f00e-4be6-affc-c9f572556716 · outbound
Generating Privacy Stories From Software Documentation Detecting privacy require- ments from user stories with nlp transfer learning models,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 58dd6c2c-197e-4ef7-a9e5-7c94a6307a6e · outbound
Generating Privacy Stories From Software Documentation Leveraging NLP techniques for privacy requirements engineering in user stories,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e743f6ef-70ab-4677-a866-b21b0fd633e1 · outbound
Generating Privacy Stories From Software Documentation Gdpr-based user stories in the access control perspective,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e380a0e3-67b8-4b83-ae68-a224040236c2 · outbound
Generating Privacy Stories From Software Documentation Modeling security and privacy requirements: a use case- driven approach,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 858cd8df-0485-4641-9c59-47df8aa2d028 · outbound
Generating Privacy Stories From Software Documentation Investigating chatgpt’s potential to assist in requirements elicitation processes,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 63606c16-7c68-4c26-a1d5-038d07a9b8a5 · outbound
Generating Privacy Stories From Software Documentation Using llms in software requirements specifications: An empirical evaluation,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 32349bec-eca1-4dc1-a3a2-690c160ac6a5 · outbound
Generating Privacy Stories From Software Documentation Language models are few-shot learners,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ffaa3b65-809c-4e4e-83b1-6d7d30386a62 · outbound
Generating Privacy Stories From Software Documentation Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b52d45d2-daa9-4dc8-ac95-5d65a0b60939 · outbound
Generating Privacy Stories From Software Documentation Foundations of Large Language Models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7c73f85-4bbb-4ed3-ba26-ae55c12efe4c · outbound
Generating Privacy Stories From Software Documentation Large Language Models for Data Annotation and Synthesis: A Survey
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c59de81b-b0ff-4e42-9e32-78b47fbc5fa2 · outbound
Generating Privacy Stories From Software Documentation Requirements satisfiability with in-context learning,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 427842c7-cf7c-408b-bdad-5abcfc6023c4 · outbound
Generating Privacy Stories From Software Documentation Large language models: A new approach for privacy policy analysis at scale,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8d89c282-e55d-41f7-9b42-94875e7d4dd9 · outbound
Generating Privacy Stories From Software Documentation Toward regulatory compliance: A few-shot learning approach to extract processing activities,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81844883-4426-46cc-b966-1c1dcf81c52d · outbound
Generating Privacy Stories From Software Documentation Ppchecker: Towards accessing the trustworthiness of android apps’ privacy policies,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 27b7a329-d2f8-445d-9aae-bb2ddd667759 · outbound
Generating Privacy Stories From Software Documentation On the ridiculousness of notice and consent: Contradictions in app privacy policies,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3fe1032b-e2ba-4212-9d91-3eb87f4cdb2f · outbound
Generating Privacy Stories From Software Documentation Maps: Scaling privacy compliance analysis to a million apps,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 06011909-4445-4692-9e53-b067d54ae36f · outbound
Generating Privacy Stories From Software Documentation Under- standing challenges for developers to create accurate privacy nutrition labels,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0e2b54fb-d1fb-4995-a4e7-21a7acc87a66 · outbound
Generating Privacy Stories From Software Documentation Unpacking privacy labels: A measurement and developer perspective on google’s data safety section,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ffe8d768-d4fa-4338-b767-341316eab6d4 · outbound
Generating Privacy Stories From Software Documentation Atlas: Auto- matically detecting discrepancies between privacy policies and privacy labels,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c57a2854-0e80-4841-96d1-7aab3cf9f9ae · outbound
Generating Privacy Stories From Software Documentation Thinking llms: General instruction following with thought generation,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bed30a83-650e-4c54-a167-a919f936d21f · outbound
Generating Privacy Stories From Software Documentation Data safety labels for developers,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ba904d7-0469-4f76-9cb2-9f3219c9ad1a · outbound
Generating Privacy Stories From Software Documentation Cohn, User stories applied: For agile software development
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a63642d4-5a5f-4e0a-b3fa-9ab80167c811 · outbound
Generating Privacy Stories From Software Documentation Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75fab0d3-1d9f-4f10-a31b-a5579c5f7073 · outbound
Generating Privacy Stories From Software Documentation Reasoning with large language models, a survey,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d744290-3de8-4d6c-ae28-5e8e8cb3e1ab · outbound
Generating Privacy Stories From Software Documentation A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c2d5915-c14a-4b1c-a787-621f87c59d41 · outbound
Generating Privacy Stories From Software Documentation Chain-of-Verification Reduces Hallucination in Large Language Models
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3ee76d1-de89-43fb-a55e-faa014009e02 · outbound
Generating Privacy Stories From Software Documentation HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0669259f-f1cc-4999-8fdd-576726dbf9d6 · outbound
Generating Privacy Stories From Software Documentation Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f779fdd6-5a10-44fb-a087-b9a922791d69 · outbound
Generating Privacy Stories From Software Documentation Fine-Tuning Language Models from Human Preferences
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bef6d806-e03b-4068-b3d9-f5385d2d2657 · outbound
Generating Privacy Stories From Software Documentation Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dd03358-6363-4e4f-a7ad-39aa9bbbcf88 · outbound
Generating Privacy Stories From Software Documentation Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8dda48b2-034e-46e1-892b-91acce8af47e · outbound
Generating Privacy Stories From Software Documentation Leveraging llms for the quality assurance of software requirements,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0a2d8e6-8447-412f-85a9-c2c3fc8278cd · outbound
Generating Privacy Stories From Software Documentation 10, 2024
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a226848d-94db-480e-b39f-48097b7546a3 · outbound
Generating Privacy Stories From Software Documentation SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b7c27e6-aba4-41a2-964f-e065db169cea · outbound
Generating Privacy Stories From Software Documentation Advancing requirements engineering through generative ai: Assessing the role of llms,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ad3ae9a3-36af-4d47-886b-a2da90b5196b · outbound
Generating Privacy Stories From Software Documentation Llm-based agents for automating the enhancement of user story quality: An early report,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c47f0f98-39e8-4916-97dd-00f106a85f7e · outbound
Generating Privacy Stories From Software Documentation Extracting software functional re- quirements from free text documents,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 877d09d0-ebe5-4bce-9fce-ece612fd5e55 · outbound
Generating Privacy Stories From Software Documentation Automated extraction of non-functional requirements in available documentation,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0337438d-bb37-45fc-a517-c3a21d2eecaf · outbound
Generating Privacy Stories From Software Documentation Pure: A dataset of public re- quirements documents,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 65e7244d-eb65-4343-a9f7-6df4c42af553 · outbound
Generating Privacy Stories From Software Documentation Extracting software requirements from unstructured documents,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 68e60333-d88f-4561-9cc8-ff2e86e52e04 · outbound
Generating Privacy Stories From Software Documentation Human-llm collaborative annotation through effective verification of llm labels,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation df3fbdd4-a066-4ed4-934a-d2bb867185fd · outbound
Generating Privacy Stories From Software Documentation A comparative study on annotation quality of crowdsourcing and llm via label aggregation,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f92485f0-d5ac-40a3-b861-1dfae1522c58 · outbound
Generating Privacy Stories From Software Documentation A large language model approach to code and privacy policy alignment,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c09fdff0-93c5-4cf8-bb3d-f4b2897e5d29 · outbound
Generating Privacy Stories From Software Documentation The creation and analysis of a website privacy policy corpus,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ce461dc8-77d9-4f01-86d0-41acc4d69649 · outbound
Generating Privacy Stories From Software Documentation Policygpt: Automated analysis of privacy policies with large language models,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a87f9ef5-724c-4cfb-8478-880f88891c69 · outbound
Generating Privacy Stories From Software Documentation F-droid: Free and open source android app repository,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 979a5c15-35f7-4f0b-be7a-cc88bed5ef2f · outbound
Generating Privacy Stories From Software Documentation Conceptualization: On theory and theorizing using grounded theory,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a6103909-6890-4001-b3d1-f7592620613a · outbound
Generating Privacy Stories From Software Documentation Sentence-bert: Sentence embeddings using siamese bert-networks,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e39bcfb5-19f8-4820-bf50-a597b2b35500 · outbound
Generating Privacy Stories From Software Documentation HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04b9a0f7-446a-464d-a240-528d37863ffb · outbound
Generating Privacy Stories From Software Documentation A Survey of Large Language Models
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e449816c-91ab-4f00-857a-06a96ad80d5b · outbound
Generating Privacy Stories From Software Documentation Unsloth: Efficient fine-tuning for llms,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e5493f89-2499-4b6d-b40d-4876ac0cd0d9 · outbound
Generating Privacy Stories From Software Documentation Transformers reinforcement learning (trl),
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ab6e1136-07d6-4a75-b7d4-2ab919e089b4 · outbound
Generating Privacy Stories From Software Documentation Available: github.com/unslothai/unsloth
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f5f49fbb-16f8-4b6c-a918-13bf6ca6f86d · outbound
Generating Privacy Stories From Software Documentation The llama 3 herd of models,
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9f95dba6-fd9b-485c-92a0-9d67e7d908db · outbound
Generating Privacy Stories From Software Documentation Available: github.com/huggingface/trl
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a1ad9b56-fd52-4ff3-8791-39796e4d66d4 · outbound
Generating Privacy Stories From Software Documentation Gpt-4 technical report,
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 92552977-1cc4-4807-9a9e-f725d97c0563 · outbound
Generating Privacy Stories From Software Documentation Software systems documentation: A systematic review,
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2f778b98-839f-4430-bba1-a2897daf9844 · outbound
Generating Privacy Stories From Software Documentation Qwen2.5 Technical Report
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9424de20-1f5f-4987-a593-6f1a03b8e7f3 · outbound
Generating Privacy Stories From Software Documentation Learning and evaluation in the presence of class hierarchies: Application to text categorization,
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b0b582ed-a1fb-4209-be55-5dd5511d50f5 · outbound
Generating Privacy Stories From Software Documentation Agents companion,
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5a3d329a-d4d3-4363-b866-3ac3a1aabde8 · outbound
Generating Privacy Stories From Software Documentation Building effective agents,
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a32ac6be-1695-464e-afce-48dbfb7a01d9 · outbound
Generating Privacy Stories From Software Documentation Available: https://arxiv.org/html/2407.11511v1
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.